{"id":"W4385478623","doi":"10.37256/ccds.5120233284","title":"Decision Making: Models, Processes, Techniques","year":2023,"lang":"en","type":"article","venue":"Cloud Computing and Data Science","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research & Development Corporation; University Canada West","funders":"","keywords":"Business decision mapping; Process (computing); Management science; Decision engineering; Computer science; Decision-making; Decision analysis; R-CAST; Knowledge management; Decision process; Decision support system; Artificial intelligence; Business; Engineering; Marketing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01069382,0.002399336,0.002082279,0.004700087,0.001596323,0.009713296,0.00282722,0.002907051,0.005868515],"category_scores_gemma":[0.02194701,0.0009243459,0.001895773,0.007332887,0.006675906,0.008525757,0.00310116,0.00458384,0.002060089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004563992,"about_ca_system_score_gemma":0.004505442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005053751,"about_ca_topic_score_gemma":0.002870977,"domain_scores_codex":[0.9878123,0.007804886,0.0008233711,0.001075418,0.002123042,0.0003610146],"domain_scores_gemma":[0.9813057,0.01527312,0.0008685593,0.0009434261,0.001310492,0.0002986348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004920049,0.000106649,0.001012196,0.00165213,0.0001447695,0.0001628149,0.001131332,0.03842138,0.00020823,0.848644,0.007222286,0.1012451],"study_design_scores_gemma":[0.00002062239,0.00003282564,0.000279363,0.000691248,0.00003878418,0.000118918,0.0004426532,0.03407605,0.0001563195,0.9292145,0.03489051,0.00003814379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005985672,0.05465248,0.8730716,0.008621776,0.0007166217,0.0007414747,0.0006520138,0.0005017428,0.05505658],"genre_scores_gemma":[0.2731403,0.06211227,0.6515862,0.001436999,0.001366502,0.001780924,0.0006882928,0.0001988959,0.007689669],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01069382,"threshold_uncertainty_score":0.05655497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398371884673038,"score_gpt":0.3664013006583592,"score_spread":0.2265641121910555,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}